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Expertise

Full-stack capability.
Operator-level execution.

Governance, AI platforms, healthcare analytics, and delivery leadership — one accountable operating model.

From board narrative to implementationRegulated environments welcomedMeasured outcomes over tool theater
See proof in productionDiscuss your scope

4

Core capability domains

3

Industry verticals

50+

Professionals led

10+

Years shipping

Capability Domains

What gets owned directly

Before, after, and proof.

GOV

Data Governance & Operating Controls

Reconciliation controls, KPI design, and operating standards that reduce manual effort and build trust in data.

Before

Fragmented compliance, manual audits, regulatory risk

After

Structured operating controls with clearer ownership and more reliable data

Delivery proof

Data quality and reconciliation controlsMDM and source-of-truth designKPI and workflow standardization
MLO

AI Platform Enablement

LLM workflows, AI service integration, and platform building blocks — from experiments to operational systems with observability.

Before

Slow model deployment, scattered experiments, reliability issues

After

AI services integrated into delivery workflows with clearer operating models

Delivery proof

LLM workflow designAI service integrationAutomation patterns for delivery teams
HCA

Healthcare Data & Analytics

Data platforms, executive dashboards, and operational analytics for regulated contexts where traceability and trust matter.

Before

Siloed PHI, compliance concerns, slow insights

After

Real-time patient outcomes modeling with automated PHI protection

Delivery proof

Healthcare analytics deliveryExecutive reporting and KPI designOperational data governance
EXE

Leadership & Delivery

Cross-functional leadership across data engineering, analytics, QA, and DevOps — aligned with stakeholder priorities and measurable outcomes.

Before

Strategic drift, overwhelmed teams, vendor confusion

After

Aligned data strategy with measurable outcomes and high-performing teams

Delivery proof

50+ professionals led4 squads managedC-level stakeholder communication
Industry Depth

Sector knowledge that changes implementation

Different trust, workflow, and compliance constraints per sector.

HCA

Healthcare

7+

Jio Health ($75M platform), Sanisphere consulting

HIPAA compliance & PHI governance
Patient risk scoring & outcome modeling
Care network analysis & capacity planning
Clinical decision support systems
RX

Pharma & Life Sciences

4+

POC Pharma — multi-market distribution analytics

Sales & distribution analytics
Market expansion modeling
Regulatory data management
Cross-market data consolidation
ENT

Enterprise & Platform

10+

Full-stack platforms, self-hosted infrastructure

Data warehouse architecture
ML platform engineering & MLOps
Infrastructure cost optimization
Team leadership & org design
Stack Breadth

The tooling layer behind delivery

Working stack behind delivery, AI services, and observability.

Data Infrastructure

PostgreSQLRedshiftMySQLKafkadbtAirflowETL/ELT

Machine Learning & AI

MLflowLangChainRAGVector DBsPyTorchFeature Stores

Cloud & DevOps

AWSAzureDockerProxmoxGitHub ActionsCI/CDNginx

Geospatial

PostGISGeoServerThree.jsCesiumQGISH3Leaflet

Observability

GrafanaPrometheusLokiAlertmanagerCustom Dashboards

Enterprise Tools

Odoo ERPMoodle LMSPower BIMetabaseREST APIs

Proof

Capabilities only matter if they survive production

Every claim maps to a delivery outcome. The impact ledger is the source of truth.

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